{"id":"W4379799338","doi":"10.1136/annrheumdis-2023-eular.4414","title":"POS1446 VARIATION IN SYSTEMIC DISEASE ACTIVITY MEASURED WITH ESSDAI IN A PROSPECTIVE LONGITUDINAL COHORT OF PATIENTS WITH PRIMARY SJÖGREN'S SYNDROME WITHOUT IMMUNOSUPPRESSIVE TREATMENT","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cilag; Arthritis Society; Argenx; Dutch Arthritis Society; Union Chimique Belge; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; Prospective cohort study; Cohort; Systemic disease; Disease; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001200964,0.0001999761,0.0005851587,0.0002107149,0.00005812724,0.00001007011,0.00009433772,0.000032968,0.00001271675],"category_scores_gemma":[0.0001553721,0.000111023,0.0001073928,0.0006407027,0.0001202561,0.0001659945,0.00003630703,0.00006444944,0.000002158137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009677051,"about_ca_system_score_gemma":0.000339145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004818809,"about_ca_topic_score_gemma":0.0000433662,"domain_scores_codex":[0.9985761,0.0001241167,0.0003225796,0.0002648429,0.0005031778,0.0002091618],"domain_scores_gemma":[0.9988229,0.0001195246,0.0003070014,0.000448897,0.0002002162,0.0001014825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006227054,0.001955244,0.9891304,0.000674684,0.0005027327,0.00001905223,0.0005017323,0.0006375884,0.000009634065,0.0000252908,0.00002464637,0.0002919216],"study_design_scores_gemma":[0.004518121,0.0008510803,0.9905289,0.002894905,0.0004598284,0.000005439937,0.0001429242,0.0002352256,0.00001769152,0.0002241091,3.78533e-7,0.0001214085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997095,0.0002999981,0.00002367702,0.0002029953,0.0000513327,0.001948853,0.0002307103,0.00002998771,0.0001174223],"genre_scores_gemma":[0.9993521,0.0001008387,0.000008988099,0.00001437343,0.000005205252,0.0003384792,0.00009323819,0.00002055664,0.00006625269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257045,"threshold_uncertainty_score":0.4527386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195046111085783,"score_gpt":0.2583730498911115,"score_spread":0.2388684387825332,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}